30 citations · 33 across the 10 of their papers we have counts for
4 papers · 1 filter
Does AI Help Cyber Attackers or Defenders? Evidence from Nonpublic Vulnerabilities and Subsequent Attacks
Tobias Heldt, Matt Turk, Christoph Landolt +1
The release decision for frontier AI systems increasingly relies on cyber capability benchmarks, yet public vulnerability benchmarks can expose agents to previously published advis…
The Oracle's Gambit: A Game-Theoretic Framework for Responsible AI Release
Christoph R. Landolt, Tobias Lorenz, Marta Kwiatkowska +1
Responsible vulnerability disclosure can secure the defender's head start by controlling when a vulnerability becomes public. However, this status quo is now challenged by increase…
Scalable Delphi: Large Language Models for Structured Risk Estimation
Tobias Lorenz, Mario Fritz
Quantitative risk assessment relies on structured expert elicitation to estimate unobservable properties. The Delphi method produces calibrated, auditable estimates but requires mo…
Certified Circuits: Stability Guarantees for Mechanistic Circuits
Alaa Anani, Tobias Lorenz, Bernt Schiele +2
Understanding how neural networks arrive at their predictions is essential for debugging, auditing, and deployment. Mechanistic interpretability pursues this goal by identifying ci…